On Varying-coefficient Independence Screening for High-dimensional Varying-coefficient Models
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Varying coefficient models have been widely used in longitudinal data analysis, nonlinear time series, survival analysis, and so on. They are natural non-parametric extensions of the classical linear models in many contexts, keeping good interpretability and a... ...